Optimization

• Computer Science > Machine Learning [Submitted on 12 Feb 2026] Title:Tensor Network Generator-Enhanced Optimization for Traveling Salesman Problem View PDF HTML (experimental)Abs

• World-first: Quantum-inspired optimization computer installed on mobile robot FPGA-powered robot avoided moving objects in real time, predicting paths to improve safe and efficie

• Integrated UAV‑edge framework co‑optimizes route, fleet size, and edge service for wildfire monitoring. • Fire‑history‑weighted clustering prioritizes high‑risk zones, improving

• AutoPlan automates cellular base‑station planning by integrating a digital radio twin (DRT) model. • DRT parameters are fine‑tuned using crowdsourced real‑world user data to shri

• Edge IoT devices face limited hardware, demanding efficient CEP solutions. • Study balances execution costs across CEP task graph paths via constrained programming. • Python libr

• GEARS reframes ranking optimization as autonomous discovery in programmable experimentation. • Uses Specialized Agent Skills to embed ranking expert knowledge into reusable reaso

• Stop Picking Sides Manage the Tension Between Adaptation and Optimization Many teams have turned into tribes wedded to exclusively adaptation or optimization. • But this misses t

• Easy-Logic Technology Ltd.is a specialized Electronic Design Automation (EDA) company focused on solving one of the most complex and time-sensitive challenges in semiconductor de

• Computer Science > Machine Learning [Submitted on 4 Feb 2026] Title:Joint Parameter and State-Space Bayesian Optimization: Using Process Expertise to Accelerate Manufacturing Opt

• Stop Picking Sides Manage the Tension Between Adaptation and Optimization Many teams have turned into tribes wedded to exclusively adaptation or optimization. • But this misses t

• Take your app to the next level! • This module will equip you with advanced techniques to optimize your network calls, threading, and memory management, resulting in a faster and

• Introduces Ringleader ASGD, the first asynchronous SGD achieving optimal time complexity under data heterogeneity. • Eliminates unrealistic similarity assumptions across workers'

• Computer Science > Distributed, Parallel, and Cluster Computing [Submitted on 19 Feb 2026] Title:Visual Insights into Agentic Optimization of Pervasive Stream Processing Services

• Electrical Engineering and Systems Science > Systems and Control [Submitted on 18 Feb 2026] Title:Collaborative Safe Bayesian Optimization View PDF HTML (experimental)Abstract:Mo

• Computer Science > Artificial Intelligence [Submitted on 17 Feb 2026] Title:Optimization Instability in Autonomous Agentic Workflows for Clinical Symptom Detection View PDF HTML

• Computer Science > Artificial Intelligence [Submitted on 17 Feb 2026] Title:Optimization Instability in Autonomous Agentic Workflows for Clinical Symptom Detection View PDF HTML

• Computer Science > Computation and Language [Submitted on 23 Jan 2026] Title:Preference Optimization for Review Question Generation Improves Writing Quality View PDF HTML (experi

• Computer Science > Networking and Internet Architecture [Submitted on 12 Nov 2025 (v1), last revised 17 Feb 2026 (this version, v2)] Title:Refined Bayesian Optimization for Effic

• Computer Science > Information Theory [Submitted on 18 Feb 2026] Title:Scalable Base Station Configuration via Bayesian Optimization with Block Coordinate Descent View PDF HTML (

• Computer Science > Robotics [Submitted on 14 Jan 2026] Title:TurboADMM: A Structure-Exploiting Parallel Solver for Multi-Agent Trajectory Optimization View PDF HTML (experimental

• Share this post Keep up with us Summary Predictive Optimization now runs by default for new Unity Catalog managed tables and operates at massive scaleNew capabilities in 2025 del

• How llm-d brings critical resource optimization with SoftBank’s AI-RAN orchestrator Share As the technical reality of AI-RAN comes into focus, many telecommunication service prov

• SCEV struggles to infer nsw flags for AddRec subscripts in conditional stores. • Example loop uses i to index array with conditions. • Current SCEV cannot deduce overflow behavio

• MIPS1 load delay slots ignored when load occurs in branch delay slot. • Issue originates in CodeGen Prepareopt pass during optimization of MIPS1 code. • Developer seeks to fix ra

• MachineScheduler blocks reordering of side-effecting instructions with loads/stores via a barrier chain. • MachineSink can still sink a ds_load across a workgroup fence, raising

• Cutting SaaS licenses may save money fast, but without clear ownership and process, you’ll just trade spend for chaos. • Credit: wutzkohphoto / Shutterstock When I was brought in

• Computer Science > Artificial Intelligence [Submitted on 28 Jan 2026] Title:Intelligence as Trajectory-Dominant Pareto Optimization View PDF HTML (experimental)Abstract:Despite r

• Computer Science > Artificial Intelligence [Submitted on 28 Jan 2026] Title:Intelligence as Trajectory-Dominant Pareto Optimization View PDF HTML (experimental)Abstract:Despite r

• 28 January 2026 How Automated Prompt Optimization Unlocks Quality Gains for ML Kit’s GenAI Prompt API Posted by Chetan Tekur, PM at AI Innovation and Research, Chao Zhao, SWE at

• Thomas Bloom’s Erdös problem site now thrives with AI‑assisted solutions. • Human, AI, and hybrid contributions are discussed and approved as updates. • A curated problem databas

• At a glance Many real-world business problems can benefit from optimization, but translating decisions, constraints, and goals from natural language into optimization algorithms

• AWS Architecture Blog Know before you go - AWS re:Invent 2025 guide to Well-Architected and Cloud Optimization sessions Are you ready to maximize your Well-Architected and Cloud